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メディカルAI専門コース オンライン講義資料
News¶ 2019/12/06: 講義資料Ver 1.1を公開（2019年度版） 2018/12/17: 講義資料Ver 1.0を公開（2018年度版） 本講義資料ã«ã¤ã„ã¦Â¶ 本ページ㯠日本メディカルAIå¦ä¼šå…¬èªè³‡æ ¼ï¼šãƒ¡ãƒ‡ã‚£ã‚«ãƒ«AI専門コースã®ã‚ªãƒ³ãƒ©ã‚¤ãƒ³è¬›ç¾©è³‡æ–™ï¼ˆä»¥ä¸‹æœ¬è³‡æ–™ï¼‰ ã§ã™ï¼Ž 本講料をèªã‚€ã“ã¨ã§ï¼ŒåŒ»ç™‚ã§äººå·¥çŸ¥èƒ½æŠ€è¡“を使ã†éš›ã«æœ€ä½Žé™å¿…è¦ãªçŸ¥è˜ã‚„実践方法をå¦ã¶ã“ã¨ãŒã§ãã¾ã™ï¼Žæœ¬è³‡æ–™ã¯å…¨ã¦Google Colaboratoryã¨ã„ã†ã‚µãƒ¼ãƒ“スを用ã„ã¦åŸ·ç†ã•ã‚Œã¦ãŠã‚Šï¼Œå„ç« ã¯Jupyter notebook (iPython notebook)ã®å½¢å¼ï¼ˆ.ipynb）ã§ä»¥ä¸‹ã®ãƒªãƒã‚¸ãƒˆãƒªã«ã¦é…布ã•ã‚Œã¦ã„ã¾ã™ï¼ˆnotebooksディレクトリ以下ã«å…¨ã¦ã®.ipynbファイルãŒå…¥ã£ã¦ã„ã¾ã™ï¼‰ï¼š japan-medical-ai/medical-ai-course-materials 想定å—講者¶ å—
Gité“å ´ã‚’é–‹å‚¬ã—ã¦ã㟠« stnard.jp
ãªã‚“ã‹å¸«ç¯„ã¨ã„ã†ã“ã¨ã§ã€èª²é¡Œã¨ãƒªãƒ™ãƒ¼ã‚¹ãƒ»ãƒžãƒ¼ã‚¸ã¤ã„ã¦ãŠè©±ã•ã›ã¦ã„ãŸã ãã¾ã—ãŸã€‚ ã‚‚ã¨ã‚ˆã‚Šã‚³ãƒ³ã‚»ãƒ—トã¨ã—ã¦ã€ã€ŒåŒã˜åž‹ã‚’ç¹°ã‚Šè¿”ã—è¡Œã†ã“ã¨ã§èº«ã«ã¤ã‘ã‚‹ã€äº‹ã‚’目的ã¨ã—ã¦ã„ãŸã®ã§ã€ã€Œè¤‡æ•°äººã§ãƒžãƒ¼ã‚¸ã‚³ãƒ³ãƒ•ãƒªã‚¯ãƒˆã‚’解決ã—ã¦ã¿ã‚‹ã€ã“ã¨ã¨ã€Œè¤‡æ•°äººã§ãƒªãƒ™ãƒ¼ã‚¹ã‚³ãƒ³ãƒ•ãƒªã‚¯ãƒˆã‚’解決ã—ã¦ã¿ã‚‹ã€ã“ã¨ã‚’実習形å¼ã§ã‚„ã£ã¦ã‚‚らã„ã¾ã—ãŸã€‚ ãŸã åˆå‰ä¸ã¯æŸæ°ã¸ã®è¬›ç¾©ã‚’ä¸ç¶™ã•ã‚ŒãŸã‚Šã€@iwamatsu ã•ã‚“ã¨è¦–è´è€…ã‹ã‚‰ã®è³ªå•ã«å¿œãˆã¦ã¿ãŸã‚Šã¨ã€ç§çš„ã«ã¯ã‚ˆãã‚ã‹ã‚‰ãªã„é“å ´ã§ã—ãŸã€‚ã•ã‚‰ã«ã€å®Ÿç¿’ã®é€”ä¸ã‹ã‚‰ãƒ‹ã‚³ç”Ÿã§å–‹ã£ã¦ã¿ãŸã‚Šã¨ã€äººç”Ÿåˆä½“験ãŒå¤šã‹ã£ãŸæ—¥ã§ã™ã。ã¾ã‚楽ã—ã‹ã£ãŸã®ã§ã™ãŒã€éžå¸¸ã«ç–²ã‚Œã¾ã—ãŸã€‚ å‚åŠ è€…ã®æ–¹ã‚‚ã€ä¸€äººã§ä½¿ã£ã¦ã¾ã™ã¨ã‹ã€è¤‡æ•°äººã ã‘ã©ä¸€äºº1プãƒã‚¸ã‚§ã‚¯ãƒˆã¨ã‹ãŒå¤šã„らã—ãã€ã€Œè¤‡æ•°äººã§ã‚ã–ã¨ã‚³ãƒ³ãƒ•ãƒªã‚¯ãƒˆã—ã‚„ã™ã„状æ³ã€ã§ã®å®Ÿç¿’ã¯ã‹ãªã‚Šãƒãƒ¼ãƒ‰ã ã£ãŸã‚ˆã†ã§ã€æœ€å¾Œã®ã»ã†ã§ã¯çš†ã•ã‚“ãŠç–²ã‚Œã§ã—ãŸã€‚ãŸã 「手を動ã‹ã™ã“ã¨ã€ã‚’ã‚„ã£ã¦ã‚‚らãˆãŸã®ã§é–‹å‚¬
Writing your first Django app, part 1 | Django documentation
Writing your first Django app, part 1¶ Let’s learn by example. Throughout this tutorial, we’ll walk you through the creation of a basic poll application. It’ll consist of two parts: A public site that lets people view polls and vote in them. An admin site that lets you add, change, and delete polls. We’ll assume you have Django installed already. You can tell Django is installed and which version
Flex 3 SDKã«ã‚ˆã‚‹Flash開発入門
(データæ供：Amazon.co.jp) ActionScript 3.0 プãƒã‚°ãƒ©ãƒŸãƒ³ã‚°å…¥é–€ - for Adobe Flash CS3(,ビー・エヌ・エヌ新社) ï¿¥ 2,940 通常24時間以内ã«ç™ºé€ Amazonãƒã‚¤ãƒ³ãƒˆï¼šï¿¥ 29 レビュー数：5 â—åˆå¿ƒè€…ã«ã´ã£ãŸã‚Šã€‚「Adobe Flash CS3 詳細! ActionScript 3.0 入門ノートã€ã‚’å…ˆã«è²·ã£ãŸã®ã§ã™ãŒã€é›£è§£ãªç‚ºæ–念ã—ãã†ã«ãªã‚Šã¾ã—ãŸã€‚ ãã“ã§ã“ã®æœ¬ã‚’購入ã—ãŸã®ã§ã™ãŒã€éžå¸¸ã«ä¸å¯§ã«èª¬æ˜Žã—ã¦ã‚ã£ã¦ãƒ—ãƒã‚°ãƒ©ãƒŸãƒ³ã‚°åˆå¿ƒè€…ã®æ–¹ã§ã‚‚ç†è§£ã§ãる良ã„本ã ã¨æ€ã„ã¾ã™ã€‚ サンプルや例題ãŒã‚ã‹ã‚Šã‚„ã™ãã€æµã‚Œã‚‚スムーズã§ã™ã€‚ 「Adobe Flash CS3 詳細! ActionScript 3.0 入門ノートã€ãŒã‚µãƒ³ãƒ—ルã®ã‚³ãƒ¼ãƒ‰ã«å¯¾ã—ã¦ã€Œã“ã†ã„ã†ã‚³ãƒ¼ãƒ‰ãªã‚“ã§ã™ã€‚暗記ã—ã¦ãã ã•ã„。ã˜ã‚ƒæ¬¡ã„ãã¾ã™ã€ã¨ã„ã‚ã‚“ã°ã‹ã‚Šãªã®ã«å¯¾ã—ã¦ã€ã“ã¡ã‚‰ã®
Git Magic - Preface
Git is a version control Swiss army knife. A reliable versatile multipurpose revision control tool whose extraordinary flexibility makes it tricky to learn, let alone master. As Arthur C. Clarke observed, any sufficiently advanced technology is indistinguishable from magic. This is a great way to approach Git: newbies can ignore its inner workings and view Git as a gizmo that can amaze friends and
åŠã‚„ãŒã‚†ã - Railsã§ã‚½ãƒ¼ã‚·ãƒ£ãƒ«ãƒ–ックマークを作ã£ã¦ã¿ã‚ˆã†ã‹ï¼ˆç¬¬2回）
エンジニア説明Railsアプリを作る「ã¯ã˜ã‚ã®ä¸€æ©ã€ã¨ã—ã¦ã®è¶³ãŒã‹ã‚Šã«ãªã‚Œã°ã¨æ€ã„ã¾ã¨ã‚ã¾ã—ãŸã€‚æ‰‹é †ã«æ²¿ã£ã¦ã‚³ãƒ”ペã—ã¦ã„ãã¨ã„ã¤ã®ã¾ã«ã‹ã‚¢ãƒ—リケーションãŒå®Œæˆã™ã‚‹ã¨ã„ã†ã‚µãƒ³ãƒ—ルã§ã™ã€‚第1回ã®masuidriveã•ã‚“ベースã«Railså‹‰å¼·ä¼šï¼ æ±äº¬ç¬¬11回ã§ã®é«˜æ©‹å¾ç¾©ã•ã‚“ãƒãƒ¼ã‚¸ãƒ§ãƒ³ã¨Internet Week 2006ã§ã®ã‹ãšã²ã“ã•ã‚“ãƒãƒ¼ã‚¸ãƒ§ãƒ³ã‚’ミックスã—ã¾ã—ãŸã€‚環境やインストールã€è¶£æ—¨ã‚„概è¦ã«ã¤ãã¾ã—ã¦ã¯ç¬¬1回をã”覧ãã ã•ã„。 ■第1回ã¨ã®ç›¸é•ç‚¹Internet Week 2006ã®T24 : ã¯ã˜ã‚よㆠRuby on Rails 〜フレームワークã§ä½œã‚‹Webアプリケーション〜をベースã«å†…容を変更ã—ã¾ã—ãŸã€‚基本的ãªæµã‚Œã¯å¤‰ã‚ã£ã¦ã„ã¾ã›ã‚“ãŒã€æ©Ÿèƒ½ï¼ãƒ¢ãƒ‡ãƒ«ãŒå¤‰æ›´ã•ã‚Œã¦ã„ã¾ã™ã€‚æ–‡å—コードã®è¨å®šã‚’å…ˆã«è¡Œã†ã‚ˆã†ã«ã—ã¾ã—ãŸã€‚モデルã®å®šç¾©ã‚’å…ˆã«æ˜Žç¤ºã—ã¾ã—ãŸã€‚モデルã®ä½œæˆã«ãƒžã‚¤ã‚°ãƒ¬ãƒ¼ãƒˆã‚’使用ã™ã‚‹ã‚ˆã†ã«ã—ã¾
Die wichtigsten Dokumente der Musik - B-Simple
Die wichtigsten Dokumente der Musik sind breit gefächert und beinhalten verschiedene Arten von Schriftstücken, die sowohl musiktheoretische Grundlagen, musikhistorische Entwicklungen als auch bedeutende Kompositionen betreffen. Hier ist eine Auswahl an einflussreichen Dokumenten, die in der Musikgeschichte eine zentrale Rolle spielen: Notationssysteme: Seit dem Mittelalter wurden verschiedene Syst
ZUZARA_symfonyãƒãƒ¥ãƒ¼ãƒˆãƒªã‚¢ãƒ«å®Ÿè·µ ã¾ã¨ã‚
symfony askeetãƒãƒ¥ãƒ¼ãƒˆãƒªã‚¢ãƒ«24日分を終ãˆã¦ã€åçœç‚¹ã¯ã¾ãš ãƒãƒ¥ãƒ¼ãƒˆãƒªã‚¢ãƒ«ã§ä½¿ã‚ã‚Œã¦ã„ã‚‹symfonyã®ãƒãƒ¼ã‚¸ãƒ§ãƒ³ã¯beta(0.7.*)ãªã®ã§ãれを使ã†ã¹ãSVNを使ã£ã¦ã‚½ãƒ¼ã‚¹ã‚’アップデートã—ãŸæ–¹ãŒã„ã„（ãƒãƒ¥ãƒ¼ãƒˆãƒªã‚¢ãƒ«ä¸ã«ã¯ãªã„変更ãŒåŠ ãˆã‚‰ã‚Œã¦ã„る）質å•ã¯ãƒ•ã‚©ãƒ¼ãƒ©ãƒ よりaskeet.comã®æ–¹ãŒã‚ˆã•ã’上ã®2ã¤ã¯åƒ•ãŒå‹æ‰‹ã«ç«¯æŠ˜ã£ãŸã®ã§å˜ã«åçœã€‚ 24日分ã€24時間ã¯ã‹ã‹ã‚‰ãªã‹ã£ãŸã§ã™ãŒ10時間以上ã¯ã‹ã‹ã‚Šã¾ã—ãŸã€‚ã‚‚ã£ã¨é©å½“ã«ã‚„ã£ã¦ã‚‚よã‹ã£ãŸæ°—ãŒã—ã¾ã™ã€‚ ã§ã€symfonyãã®ã‚‚ã®ã«ã¤ã„ã¦ç¾æ®µéšŽã§ã®æ„Ÿæƒ³ã§ã™ãŒã€ ドã‚ュメントã¯ç¢ºã‹ã«è±Šå¯Œï¼ˆãƒãƒ¥ãƒ¼ãƒˆãƒªã‚¢ãƒ«ã®æ—¥æœ¬èªžè¨³ã¯ã¾ã æƒã£ã¦ã„ã¾ã›ã‚“ãŒãƒ‰ã‚ュメントã¯ã‹ãªã‚Šè¨³ã•ã‚Œã¦ã„る模様：å‚照）仕組ã¿ã¯æ˜Žå¿«ã€ãŸã è¨å®šãƒ•ã‚¡ã‚¤ãƒ«ã¯ãŸãã•ã‚“ã‚ã£ã¦ã‚ã‹ã‚Šã¥ã‚‰ã„ã‹ã‚‚実行速度的ãªå•é¡Œã¯ã¾ã ã‚ã‹ã‚Šã¾ã›ã‚“。ã¾ãŸã€çœŸã«stableã§ä½¿ãˆã‚‹ãƒãƒ¼ã‚¸ãƒ§ãƒ³ãŒã„ã¤å‡ºã¦ãã¦ã
Seven easy examples of the YUI Panel Widget
Seven examples of YUI panels Following are some implementation examples (of increasing complexity) of the YUI panel widget. Panel allows you to show a small panel on the screen to provide extra information. If you want the information to be available without JavaScript, you'll have to use the following HTML for a panel: <div id="the_panel_id"> <div class="hd">Header One</div> <div class="b
Catalyst::Manual::WritingPlugins - NEXTを使ã£ãŸãƒ—ラグインã®æ›¸ã方入門
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Bieber Labs ? SVK Tutorials
In November of 2004 I stumbled across the SVK Version Control Tool, which allows you to mirror repositories and work remotely. I started playing around with it and figured it might be a good thing to document what I was doing as I was doing it so that others could learn with me. The following links are the posts (in three parts) describing what I had learned. Part I Part II Part III I also wrote u
DBIx::Class::Manual::Cookbook
mst: Matt S Trout (project founder - original idea, architecture and implementation) castaway: Jess Robinson (lions share of the reference documentation and manuals) abraxxa: Alexander Hartmaier acca: Alexander Kuznetsov acme: Leon Brocard aherzog: Adam Herzog Alexander Keusch alexrj: Alessandro Ranellucci alnewkirk: Al Newkirk Altreus: Alastair McGowan-Douglas amiri: Amiri Barksdale amoore: Andre
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YappoLogs: svk startup memo
svk startup memo 生ã®svnを使ã£ã¦ã„ã¦è‰¯ã„ã®ã¯ä¸å¦ç”Ÿã¾ã§ãªã®ã§svkを始ã‚ã¾ã—ãŸã€‚ ã¨ã„ã£ã¦ã‚‚macbookã®æ–¹ã«ã¯svkを入れã¦ãŸã‚“ã ã‘ã©ã€ã‚ã¾ã‚Šä½¿ã£ã¦ã„ãªã‹ã£ãŸã®ã§ãƒ¡ã‚¤ãƒ³ã®é–‹ç™ºç’°å¢ƒã«svkを入れã¾ã—ãŸã€‚ ã‚ã‚ŠããŸã‚Šã§ã¤ã¾ã‚‰ãªã„内容ã§ã™ãŒãƒãƒ©ã‚·ã®è£ã§ã™ã€‚ installSVN::Mirror 0.72 㯠subversion 1.2 以上をè¦æ±‚ã—ã¦ãã‚‹ã®ã§ã€æ‰‹å…ƒã®ç’°å¢ƒã§ä½¿ãˆãšã«0.71を入れã¾ã—ãŸã€‚ LANG=jaãªç’°å¢ƒã§installã™ã‚‹ã¨testã“ã‘ã‚‹ã®ã§LANG=C cpanãªæ„Ÿã˜ã§installã§ã™ã€‚ ãã—ã¦install SVKãªã®ã§ã™ãŒã€06keyword.tã§ãªã‚“ã‹ã“ã‘ã‚‹ã®ã§force installã§ã™ã€‚(SVK 1.08) ã“ã‘ã¦ã‚‹å†…容もクリティカルã˜ã‚ƒç„¡ã„ã£ã½ã„ã®ã§ç„¡è¦–ã§ã™ã€‚ ãªã‚“ã‹svk-devã«ã‚‚å ±å‘Šã‚ãŒã£ã¦ã‚‹ã¿ãŸã„ã ã‘ã©ã€ã‚ˆãèªã‚“ã§ãªã„。 s
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Prototypeã§AJAX開発を効率化：CodeZine
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Index of /~swmcd/steven/perl
How to write Greasemonkey scripts
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